Machine Learning & AI

Machine learning is a subfield of AI (artificial intelligence) or a pathway to AI. Machine learning uses algorithms to automatically learn insights and recognize patterns from data, applying that learning to make increasingly better decisions. By studying and experimenting with machine learning, we test the limits of how much they can improve the perception, cognition and action of a computer system.

Deep learning is an advanced method of machine learning, goes a step further. Deep learning models use large neural networks, networks that function like a human brain to logically analyze data to learn complex patterns and make predictions independent of human input.

The goal of AI is to create computer models that exhibit “intelligent behaviors” like humans. Machines can then recognize a visual scene, understand a text written in natural language or perform an action in the physical world based on this computer models.